Statistical Modelling: Application to the financial sector
Discussiones Mathematicae. Probability and Statistics, Tome 31 (2011) no. 1-2, pp. 103-119
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Our research is centred on the stochastic structure of matched open populations, subjected to periodical reclassifications. These populations are divided into sub-populations. In our application we considered two populations of customers of a bank: with and without account manager. Two or more of such population are matched when there is a 1-1 correspondence between their sub-populations and the elements of one of them can go to another, if and only if the same occurs with elements from the corresponding sub-populations of the other. So we have inputs and outputs of elements in the population and along with several sub-populations in which the elements can be placed. It is thus natural to use Markov chains to model these populations.
Keywords:
populations with periodic reclassification, likelihood ratio tests, Markov chains, isomorphism
@article{DMPS_2011_31_1-2_a7,
author = {Ro\c{c}adas, Cl\'audia and Oliveira, Teresa and Mexia, Jo\~ao},
title = {Statistical {Modelling:} {Application} to the financial sector},
journal = {Discussiones Mathematicae. Probability and Statistics},
pages = {103--119},
publisher = {mathdoc},
volume = {31},
number = {1-2},
year = {2011},
language = {en},
url = {http://geodesic.mathdoc.fr/item/DMPS_2011_31_1-2_a7/}
}
TY - JOUR AU - Roçadas, Cláudia AU - Oliveira, Teresa AU - Mexia, João TI - Statistical Modelling: Application to the financial sector JO - Discussiones Mathematicae. Probability and Statistics PY - 2011 SP - 103 EP - 119 VL - 31 IS - 1-2 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/DMPS_2011_31_1-2_a7/ LA - en ID - DMPS_2011_31_1-2_a7 ER -
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Roçadas, Cláudia; Oliveira, Teresa; Mexia, João. Statistical Modelling: Application to the financial sector. Discussiones Mathematicae. Probability and Statistics, Tome 31 (2011) no. 1-2, pp. 103-119. http://geodesic.mathdoc.fr/item/DMPS_2011_31_1-2_a7/